LIU, Jiang    Prof.



Room 403,Building 10 Innovation Park

Research Area:

Ocular (eye) Imaging Artificial Intelligence;Eye-Brain; Medical imaging analysis;Precise Medical;Surgical robots

Educational Background

1999/05-2004/04, National University of Singapore, computer science department, PhD

1991/02-1992/11, National University of Singapore, Computer science department, M.S.

1983/08-1988/07, University of Science and Technology of China, Computer science department, B.S.

Professional Experience

◆ 2019/02-NOW,Department of Computer Science and Engineering, Southern University of Science and Technology,Professor

◆  2016/03-2019/01,Cixi institute of Biomedical Engineering of CAS,Director/Senior Professor

◆ 2007/01-2016/03,Intelligent Medical Imaging Department,Institute of infocomm research, A*STAR, Senior Scientist/Director/Director consultant

◆ 2004/07-2006/12,National University of Singapore,School of Computing,Research Fellow

◆ 1989/09-2004/06,Singapore state-owned/multinational corporation,Engineer/Manager/Technical Director

◆ 1988/09-1989/08,Institute of Automation, Chinese Academy of Sciences,Assistant Engineer

Honors & Awards

National Distinguished Scholar

Chief Scientist, National Eye Research Center, Singapore (Adjunct)

IES Prestigious Engineering Achievement, Singapore,2013

ASEAN Graphical System Design Achievement,Singapore,2011

Selected Publication

(1) Huazhu Fu*, Yanwu Xu*, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung and Jiang Liu. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network[J]. IEEE Transactions on Cybernetics,2019(accepted)

(2) Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu, Automatic 2D/3D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter, IEEE Transactions on Medical Imaging, 37(2): 438-450, 2018

(3) H. Fu, Jun  Cheng, Y. Xu,  D. W. K. Wong, J. Liu and X. Cao, Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation, IEEE Transactions on Medical Imaging, vol. 37, no 7, pp. 1597-1605, 2018.

(4) H. Fu, Jun Cheng, Y. Xu, C. Zhang, D. W. K.Wong, J. Liu, X. Cao, "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image",  IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2493-2501, 2018 .

(5) Jun Cheng, Z. Li, Z. Gu, H. Fu, D. W. K. Wong,  J. Liu,"Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis", IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2536-2546, 2018.

(6) Yitian Zhao, Yalin Zheng, Zhili Chen, Peng Liu, Yifan Zhao, Jiang Liu, Uniqueness-Driven Saliency Analysis For Automated Abnormalities Detection with Application to Retinal Diseases, Proceedings of MICCAI, pp. 109-118, Granada, Spain, September, 2018.

(7) Yitian Zhao, JianyangXie, Yalin Zheng, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Jiang Liu,  Retinal Artery and Vein Classification via Dominant Sets Clustering-based Vascular Topology Estimation, Proceedings of MICCAI, pp. 56-64, Granada, Spain, September, 2018.

(8) Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu, "Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT", Proceedings of MICCAI, pp. 356-363, 2018.

(9) Yifan Zhao, Ramon Laguna, Yitian Zhao, John Yianni, PtolemaiosSarrigiannis, Jimmy Liu Jiang and Xiong-xiong He, A wavelet-based correlation analysis framework to study cerebro-muscular activity in essential tremor, Complexity, 7269494, 2018.

(10) Chang-Tong Yang, Krishna K Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu, Christer Halldin, BalázsGulyás. “PET-MR and SPECT-MR multimodality Probes: Development and Challenges “, Theranostics, 2018, in press